Machine learning algorithms realized soil stoichiometry prediction and its driver identification in intensive agroecosystems across a north-south transect of eastern China
Xintong Xu, Chao Xiao, Yubing Dong, Liping Zhan, Ruiyu Bi, Mengxin Song, Jun Pan, Zhengqin Xiong
Topics & Concepts
Gradient boostingEnvironmental scienceSupport vector machineMachine learningDecision treeRandom forestSoil carbonConjugate gradient methodAlgorithmSoil scienceMathematicsArtificial intelligenceComputer scienceSoil waterSoil Carbon and Nitrogen DynamicsSoil Geostatistics and MappingSoil and Unsaturated Flow